From Rules to Autonomous Agents: The Evolution of Artificial Intelligence, Human-AI Integration, and the Governance of Agentic Systems-A Review
Artificial intelligence has evolved from rule-based symbolic systems into learning architectures capable of perception, prediction, content generation, reasoning, planning, tool use, and increasingly autonomous action. This qualitative literature review examines this transition as more than a technological chronology....